• 제목/요약/키워드: Combined Uncertainty

검색결과 207건 처리시간 0.029초

Segmented Douglas-Peucker Algorithm Based on the Node Importance

  • Wang, Xiaofei;Yang, Wei;Liu, Yan;Sun, Rui;Hu, Jun;Yang, Longcheng;Hou, Boyang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권4호
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    • pp.1562-1578
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    • 2020
  • Vector data compression algorithm can meet requirements of different levels and scales by reducing the data amount of vector graphics, so as to reduce the transmission, processing time and storage overhead of data. In view of the fact that large threshold leading to comparatively large error in Douglas-Peucker vector data compression algorithm, which has difficulty in maintaining the uncertainty of shape features and threshold selection, a segmented Douglas-Peucker algorithm based on node importance is proposed. Firstly, the algorithm uses the vertical chord ratio as the main feature to detect and extract the critical points with large contribution to the shape of the curve, so as to ensure its basic shape. Then, combined with the radial distance constraint, it selects the maximum point as the critical point, and introduces the threshold related to the scale to merge and adjust the critical points, so as to realize local feature extraction between two critical points to meet the requirements in accuracy. Finally, through a large number of different vector data sets, the improved algorithm is analyzed and evaluated from qualitative and quantitative aspects. Experimental results indicate that the improved vector data compression algorithm is better than Douglas-Peucker algorithm in shape retention, compression error, results simplification and time efficiency.

자가교정기법에 의한 유도초음파 모드전이에 관한 연구 (A Study on the Guided Wave Mode Conversion using Self-calibrating Technique)

  • 박정철;조윤호
    • 비파괴검사학회지
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    • 제20권3호
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    • pp.206-212
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    • 2000
  • 유도초음파의 모드전이현상에 관한 연구가 박판구조물의 두께변화에 대한 비파괴평가를 위해 수행된다. 탐촉자와 시험체간의 접촉상태에 따른 불안정성을 제거하여 보다 신뢰도높은 방법으로 유도초음파실험결과를 얻을 수 있도록 하는 자가교정과정을 통해 반사와 전달계수의 비(R/T)가 측정된다. R/T에 관한 결과들은 구조물의 두께감소를 결정하는 데 사용될 수 있다. 실험측정값과 두께변화간의 의미있는 연관성을 도출하기 위해서는 자가교정 유도초음파검사에 입사모드뿐만 아니라 전이된 이종모드까지도 함께 고려되어야 함이 증명되었다. 이 연구를 통해, 정량적 비파괴검사기법으로서의 유도초음파검사기법의 가능성이 유도초음파 산란문제에 있어 자가교정과 다중모드전이를 함께 고려함으로써 검토되었다.

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동해안의 복잡지형에서 기상장 개선에 따른 CALPUFF 모델의 평가 (Evaluation of the CALPUFF Model Using Improved Meteorological Fields in Complex Terrain of East Sea Coast)

  • 이종범;김재철
    • 한국대기환경학회지
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    • 제25권1호
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    • pp.15-25
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    • 2009
  • Donghae city is one of the most representative cement industrial city in Korea. The area is faced with the East Sea to the East and with high montane region of Tae-Back mountain range to the West. Many pollutant sources of air pollution are located near the coast, but the largest point sources of the region are located at the bottom of the mountain area in Donghae city. The local wind is highly affected by local topography and plays an important role in transport and dispersion of contaminants from the pollution sources. This study was designed to evaluate enhancement of MM5 predictions by using Four Dimensional Data Assimilation (FDDA), the SONDE data and the national meteorological station, data only. The alternative meteorological fields predicted with and without FDDA were used to simulate spatial and temporal variations of NOx in combined with Atmospheric Dispersion Models (CALPUFF). For the modeling domain, the alternative meteorological fields with 1.1 km spatial resolution were interpolated to the CALMET with 0.5 km resolution. The vertical layers set to have 35 and 12 layers for MM5 and CALPUFF, respectively. MM5 with the FDDA did not resulted in significant improvement of meteorological field prediction in Donghae region, which is primarily because of complex geography and wind scheme. The result of CALPUFF, however, showed reduction of uncertainty errors by using the interpolation scheme of the actual measurement data.

역해석기법을 이용한 복합재료 구성성분의 열팽창계수 예측 (Evaluation of the Coefficient of Thermal Expansion of Constituents in Composite Materials using an Inverse Analysis Scheme)

  • 임재혁;손동우
    • 한국전산구조공학회논문집
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    • 제27권5호
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    • pp.393-401
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    • 2014
  • 복합재료 구성성분은 수 마이크로미터 수준의 크기를 가지고 있으므로 시험을 통한 정확한 물성 측정이 매우 어렵다. 그러므로 본 논문에서는 역해석을 이용하여 복합재료 구성성분의 열팽창계수를 예측할 수 있는 기법을 제안한다. 복합재료에 대한 등가 열팽창계수를 예측할 수 있는 Mori-Tanaka 기법과 결합된 역해석기법을 이용하면, 라미나 수준의 목적함수를 최소화함으로써 구성성분의 열팽창계수를 효율적으로 구할 수 있다. 본 연구에서 제안한 기법을 검증하기 위하여 다양한 섬유(glass fiber, P75, P100, M55J)에 대한 열팽창계수를 예측하고 이를 시험결과와 비교하였다. 또한 라미나와 기지 물성치에 대한 불확실성이 섬유 물성치 예측에 미치는 영향을 분석하였다.

Development of Isotope Dilution LC-MS/MS Method for Accurate Determination of Arsenobetaine in Oyster Certified Reference Material

  • Lee, Woo Young;Yim, Yong-Hyeon;Hwang, Euijin;Lim, Youngran;Kim, Tae Kyu;Lee, Kyoung-Seok
    • Bulletin of the Korean Chemical Society
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    • 제35권3호
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    • pp.821-827
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    • 2014
  • An isotope dilution liquid chromatography tandem mass spectrometry (ID LC-MS/MS) method has been developed and applied to the determination of arsenobetaine (AsB, ${(CH_3)_3}^+AsCH_2COO^-$) from oyster candidate certified reference material (CRM). The exact matching isotope dilution approach was adopted for accurate determination of AsB using $^{13}C_2$-labeled AsB as an internal standard. Efficiencies of different AsB extraction methods were evaluated using a codfish reference material and a simple sonication method was selected as the method of choice for the certification of the oyster candidate CRM. The hydrophilic interaction liquid chromatography (HILIC) combined with electrospray ionization tandem mass spectrometry (ESI/MS/MS) in selected reaction monitoring (SRM) mode was optimized for adequate chromatographic retention and robust quantification of AsB from codfish and oyster samples. By analyzing 12 subsamples taken from each 12 bottles systematically selected from the whole oyster CRM batch, the certified value of AsB was determined as $6.60mg{\cdot}kg^{-1}{\pm}0.31mg{\cdot}kg^{-1}$ and it showed excellent between-bottle homogeneity of less than 0.42%, which is represented by relative standard deviation of 12 bottles from the CRM batch. The major source of uncertainty was the certified value of the AsB standard solution.

포스트코로나 시대의 도시계획: 휴머니즘 시각의 재고 (Urban Planning in Post-COVID-19 Era: Humanist Perspective Revisited)

  • 박혜정
    • 한국경제지리학회지
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    • 제23권3호
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    • pp.247-261
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    • 2020
  • 코로나19로 인해 우리는 큰 혼란에 빠져있다. 누구도 예측하지 못한 상황으로 인해, 전 세계는 보건, 정치, 경제의 쟁점은 물론 인류 문명 대전환의 문제까지도 고민하고 있다. 그 다양한 논의들 가운데, 본 연구는 불확실성의 시대, 인간-생명-기술이 결합하여 만들어 가는 포스트휴먼 시대에서 향후 도시계획이 나아갈 방향에 대해 질문한다. 앞으로 우리는 어떤 규범에 기초하여 도시와 지역을 계획할 것이며, 구체적인 실천의 첫 단계로 무엇을 고려해볼 수 있을까? 이에 마사 누스바움(Martha Nussbaum)의 공감과 역량에 대한 철학적 고찰을 통하여 이러한 질문에 대한 답을 찾고자 한다. 그리고 누스바움의 시각의 연속선 상에서, 최근 논의되고 있는 휴머니즘 계획을 소개함으로써 포스트코로나 시대에 우리가 지향해야 할 내일의 도시의 모습을 그려본다.

Concept Optimization for Mechanical Product Using Genetic Algorithm

  • Huang Hong Zhong;Bo Rui Feng;Fan Xiang Feng
    • Journal of Mechanical Science and Technology
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    • 제19권5호
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    • pp.1072-1079
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    • 2005
  • Conceptual design is the first step in the overall process of product design. Its intrinsic uncertainty, imprecision, and lack of information lead to the fact that current conceptual design activities in engineering have not been computerized and very few CAD systems are available to support conceptual design. In most of the current intelligent design systems, approach of principle synthesis, such as morphology matrix, bond graphic, or design catalogues, is usually adopted to deal with the concept generation, in which optional concepts are generally combined and enumerated through function analysis. However, as a large number of concepts are generated, it is difficult to evaluate and optimize these design candidates using regular algorithm. It is necessary to develop a new approach or a tool to solve the concept generation. Generally speaking, concept generation is a problem of concept synthesis. In substance, this process of developing design candidate is a combinatorial optimization process, viz., the process of concept generation can be regarded as a solution for a state-place composed of multi-concepts. In this paper, genetic algorithm is utilized as a feasible tool to solve the problem of combinatorial optimization in concept generation, in which the encoding method of morphology matrix based on function analysis is applied, and a sequence of optimal concepts are generated through the search and iterative process which is controlled by genetic operators, including selection, crossover, mutation, and reproduction in GA. Several crucial problems on GA are discussed in this paper, such as the calculation of fitness value and the criteria for heredity termination, which have a heavy effect on selection of better concepts. The feasibility and intellectualization of the proposed approach are demonstrated with an engineering case. In this work concept generation is implemented using GA, which can facilitate not only generating several better concepts, but also selecting the best concept. Thus optimal concepts can be conveniently developed and design efficiency can be greatly improved.

Modeling of Emissions from Open Biomass Burning in Asia Using the BlueSky Framework

  • Choi, Ki-Chul;Woo, Jung-Hun;Kim, Hyeon Kook;Choi, Jieun;Eum, Jeong-Hee;Baek, Bok H.
    • Asian Journal of Atmospheric Environment
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    • 제7권1호
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    • pp.25-37
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    • 2013
  • Open biomass burning (excluding biofuels) is an important contributor to air pollution in the Asian region. Estimation of emissions from fires, however, has been problematic, primarily because of uncertainty in the size and location of sources and in their temporal and spatial variability. Hence, more comprehensive tools to estimate wildfire emissions and that can characterize their temporal and spatial variability are needed. Furthermore, an emission processing system that can generate speciated, gridded, and temporally allocated emissions is needed to support air-quality modeling studies over Asia. For these reasons, a biomass-burning emissions modeling system based on satellite imagery was developed to better account for the spatial and temporal distributions of emissions. The BlueSky Framework, which was developed by the USDA Forest Service and US EPA, was used to develop the Asian biomass-burning emissions modeling system. The sub-models used for this study were the Fuel Characteristic Classification System (FCCS), CONSUME, and the Emissions Production Model (EPM). Our domain covers not only Asia but also Siberia and part of central Asia to assess the large boreal fires in the region. The MODIS fire products and vegetation map were used in this study. Using the developed modeling system, biomass-burning emissions were estimated during April and July 2008, and the results were compared with previous studies. Our results show good to fair agreement with those of GFEDv3 for most regions, ranging from 9.7 % in East Asia to 52% in Siberia. The SMOKE modeling system was combined with this system to generate three-dimensional model-ready emissions employing the fire-plume rise algorithm. This study suggests a practicable and maintainable methodology for supporting Asian air-quality modeling studies and to help understand the impact of air-pollutant emissions on Asian air quality.

Comparison of field- and satellite-based vegetation cover estimation methods

  • Ko, Dongwook W.;Kim, Dasom;Narantsetseg, Amartuvshin;Kang, Sinkyu
    • Journal of Ecology and Environment
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    • 제41권2호
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    • pp.34-44
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    • 2017
  • Background: Monitoring terrestrial vegetation cover condition is important to evaluate its current condition and to identify potential vulnerabilities. Due to simplicity and low cost, point intercept method has been widely used in evaluating grassland surface and quantifying cover conditions. Field-based digital photography method is gaining popularity for the purpose of cover estimate, as it can reduce field time and enable additional analysis in the future. However, the caveats and uncertainty among field-based vegetation cover estimation methods is not well known, especially across a wide range of cover conditions. We compared cover estimates from point intercept and digital photography methods with varying sampling intensities (25, 49, and 100 points within an image), across 61 transects in typical steppe, forest steppe, and desert steppe in central Mongolia. We classified three photosynthetic groups of cover important to grassland ecosystem functioning: photosynthetic vegetation, non-photosynthetic vegetation, and bare soil. We also acquired normalized difference vegetation index from satellite image comparison with the field-based cover. Results: Photosynthetic vegetation estimates by point intercept method were correlated with normalized difference vegetation index, with improvement when non-photosynthetic vegetation was combined. For digital photography method, photosynthetic and non-photosynthetic vegetation estimates showed no correlation with normalized difference vegetation index, but combining of both showed moderate and significant correlation, which slightly increased with greater sampling intensity. Conclusions: Results imply that varying greenness is playing an important role in classification accuracy confusion. We suggest adopting measures to reduce observer bias and better distinguishing greenness levels in combination with multispectral indices to improve estimates on dry matter.

지진에 대한 지반-구조물 상호작용의 확률론적 연구 (A Probabilistic Analysis of Soil- Structure Interaction Subjected to Seismic Loading)

  • 이인모;김용진;이정학
    • 한국지반공학회지:지반
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    • 제6권2호
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    • pp.5-20
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    • 1990
  • 지반-구조물의 동적 상호작용 해석에 있어서, 흙의 특성치들 뿐만 아니라 입력지진 자체도 무척 Random하다. 본 논문에서는 이 Randomness를 고려하기 위하여 확률론적 방법을 적용하여 상호작용 해석에 미치는 영향을 연구하였다. 이 확률론적 적용을 위해 Elastic Half Space 이론에 의해 얻어진 Complex Response 방법, Random Vibration Theory와 Rosenblueth의 Two Point Estimate 방법을 사용하여 해석을 수행하여 다음과 같은 결론을 얻었다. 1) 흙의 동적 특성치 뿐만 아니라 Kanai-Tajimi에 의하여 제안된 입력지진의 PSD Function 의 불확정성도 상당히 큼을 알 수 있었다. 이때의 Parameter의 변동계수는 0.4에서 0.6의 범위를 갖는다. 2) 흙의 동적 특성치의 불확정성의 영향이 입력지진의 그것보다는 구조물에 미치는 영향이 큼 을 알 수 있었다. 3) 입력지진과 흙의 동적 특성치 사이의 상관계수에 의한 영향은 무척 작음을 알 수 있었다.

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